Triple

T3833501
Position Surface form Disambiguated ID Type / Status
Subject William Forsythe E91071 entity
Predicate playedIn P2170 FINISHED
Object The Substitute 2: School’s Out
The Substitute 2: School’s Out is a 1998 action thriller film and sequel to The Substitute, following a mercenary-turned-teacher who takes on violent crime and corruption in an inner-city high school.
E393937 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: The Substitute 2: School’s Out | Statement: [William Forsythe, playedIn, The Substitute 2: School’s Out]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Substitute 2: School’s Out
Context triple: [William Forsythe, playedIn, The Substitute 2: School’s Out]
  • A. Horrible Bosses 2
    Horrible Bosses 2 is a 2014 American comedy film and sequel that follows the original trio of disgruntled workers as they attempt a kidnapping scheme after a business venture goes wrong.
  • B. American Educator
    American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
  • C. Kick-Ass 2
    Kick-Ass 2 is a 2013 superhero black comedy film and sequel to Kick-Ass, following amateur vigilantes in a violent, darkly comic take on the superhero genre.
  • D. The Babysitters
    The Babysitters is a poem by Sylvia Plath that reflects her characteristic blend of domestic imagery and psychological intensity.
  • E. The B Team
    The B Team is a global nonprofit initiative that brings together business and civil society leaders to promote responsible, sustainable, and inclusive business practices worldwide.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: The Substitute 2: School’s Out
Triple: [William Forsythe, playedIn, The Substitute 2: School’s Out]
Generated description
The Substitute 2: School’s Out is a 1998 action thriller film and sequel to The Substitute, following a mercenary-turned-teacher who takes on violent crime and corruption in an inner-city high school.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Substitute 2: School’s Out
Target entity description: The Substitute 2: School’s Out is a 1998 action thriller film and sequel to The Substitute, following a mercenary-turned-teacher who takes on violent crime and corruption in an inner-city high school.
  • A. Horrible Bosses 2
    Horrible Bosses 2 is a 2014 American comedy film and sequel that follows the original trio of disgruntled workers as they attempt a kidnapping scheme after a business venture goes wrong.
  • B. American Educator
    American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
  • C. Kick-Ass 2
    Kick-Ass 2 is a 2013 superhero black comedy film and sequel to Kick-Ass, following amateur vigilantes in a violent, darkly comic take on the superhero genre.
  • D. The Babysitters
    The Babysitters is a poem by Sylvia Plath that reflects her characteristic blend of domestic imagery and psychological intensity.
  • E. The B Team
    The B Team is a global nonprofit initiative that brings together business and civil society leaders to promote responsible, sustainable, and inclusive business practices worldwide.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69aed960b538819096561c8ed448dec9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb88b8a8819082d4bdbc5bc45366 completed March 9, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b503ffab6c81909d64a11511693c1f completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b507be443c8190ad7542f7b897de50 completed March 14, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5092c2460819087188184be28290b completed March 14, 2026, 7:07 a.m.
Created at: March 9, 2026, 3:17 p.m.